Distribution

Publication status across the garden. Substack mirrors listed in content/writing/distribution.md are checked against the source content; social announcements remain informational.

Status key

Current The Leaflet/public copy the garden knows about.
Listed A link found in post front matter; freshness is not checked.
Posted A social or announcement link.
Tracked A mirror recorded in the distribution ledger.
Needs attention A tracked mirror may be behind the source Markdown.
Missing No known public copy or announcement in that lane.

Article	Publication	Substack	Leaflet	Misc
Using AI kind of involves interacting with other people 2026-07-08 · Focus Posts `content/writing/short-posts/2026-07-08-focus-post-we-are-interacting-with-each-other.md`	shortposts	Missing	Current canonical Canonical garden/public copy.	Missing
Data labeling work should be dignified, not dismissed 2026-06-20 · Short Reactions `content/writing/posts/2026-06-20-data-labeling-work-should-be-dignified-not-dismissed.md`	dataleverage	Missing	Current canonical Canonical garden/public copy.	Missing
AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence 2026-06-07 · Long Posts `content/writing/posts/2026-06-07-presumptive-commons-rent-tax-ai-dividends.md`	dataleverage	Missing	Current canonical Canonical garden/public copy.	Missing
How I am publishing right now 2026-05-28 · Garden Notes `content/writing/notes/2026-05-28-current-publishing-flow.md`	notesonnotes	Missing	Current canonical Canonical garden/public copy.	Missing
N-gram search as posterior updating for data attribution 2026-05-27 · Focus Posts `content/writing/short-posts/2026-05-27-posterior.md`	shortposts	Missing	Current canonical Canonical garden/public copy.	Missing
Augmentation is a data flow problem 2026-05-26 · Focus Posts `content/writing/short-posts/2026-05-26-augmentation-is-a-data-flow-problem.md`	shortposts	Missing	Current canonical Canonical garden/public copy.	Missing
The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right 2026-04-30 · Long Posts `content/writing/posts/2026-04-30-eval-crisis-opportunity.md`	dataleverage	Current mirror · 2026-04-30 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
April 2026 small points 2026-04-28 · Garden Notes `content/writing/notes/2026-04-28-april-2026-small-points.md`	notesonnotes	Missing	Current canonical Canonical garden/public copy.	Missing
Attestation across the AI Supply Chain 2026-04-08 · Long Posts `content/writing/posts/2026-04-08-1746-attestation-across-the-ai-supply-chain.md`	dataleverage	Current mirror · 2026-04-08 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
"People First" Policy Ideas that Complement Each Other (through better data flow) 2026-04-06 · Short Reactions `content/writing/posts/2026-04-06-people-first-policy-ideas-that-complement.md`	dataleverage	Current mirror · 2026-04-06 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
AI is driving the cost of polish down; some musings on fancy versus terse artifacts 2026-04-01 · Long Posts `content/writing/posts/2026-04-01-ai-is-driving-the-cost-of-polish.md`	dataleverage	Current mirror · 2026-04-01 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators 2026-03-09 · Short Reactions `content/writing/posts/2026-03-09-two-natural-allies-of-a-data-transparency.md`	dataleverage	Current mirror · 2026-03-09 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI 2026-03-03 · Long Posts `content/writing/posts/2026-03-03-a-short-guide-to-data-strikes-and.md`	dataleverage	Current mirror · 2026-03-03 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" 2026-02-17 · Long Posts `content/writing/posts/2026-02-17-the-paradox-of-reuse-in-2026-a-case.md`	dataleverage	Current mirror · 2026-02-17 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
The Coding Agent Data Deal 2026-01-12 · Long Posts `content/writing/posts/2026-01-12-the-coding-agent-data-deal.md`	dataleverage	Current mirror · 2026-01-12 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! 2026-01-05 · Long Posts `content/writing/posts/2026-01-05-coding-agents-are-1-a-big-deal-2.md`	dataleverage	Current mirror · 2026-01-05 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". 2025-11-26 · Long Posts `content/writing/posts/2025-11-26-almost-everybody-including-both-data.md`	dataleverage	Current mirror · 2025-11-26 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
How collective bargaining for information, public AI, and HCI research all fit together 2025-10-11 · Long Posts `content/writing/posts/2025-10-11-how-collective-bargaining-for-information.md`	dataleverage	Current mirror · 2025-10-11 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Which datasets should we assume are "in all the AI models"? 2025-09-24 · Long Posts `content/writing/posts/2025-09-24-which-datasets-should-we-assume-are.md`	dataleverage	Current mirror · 2025-09-24 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Algorithmic Collective Action With Two Collectives [crosspost] 2025-06-20 · Long Posts `content/writing/posts/2025-06-20-algorithmic-collective-action-with.md`	dataleverage	Current mirror · 2025-06-20 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
On AI-driven Job Apocalypses and Collective Bargaining for Information 2025-06-05 · Long Posts `content/writing/posts/2025-06-05-on-ai-driven-job-apocalypses-and.md`	dataleverage	Current mirror · 2025-06-05 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
How do we know our AI output is good? Double checks, bar charts, vibes, and training data. 2025-05-30 · Long Posts `content/writing/posts/2025-05-30-how-do-we-know-our-ai-output-is-good.md`	dataleverage	Current mirror · 2025-05-30 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
AI progress as quasi-public good production 2025-05-30 · Focus Posts `content/writing/short-posts/2026-05-30-quasi-short.md`	shortposts	Missing	Current canonical Canonical garden/public copy.	Missing
Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking 2025-05-28 · Long Posts `content/writing/posts/2025-05-28-each-instance-of-ai-utility-stems.md`	dataleverage	Current mirror · 2025-05-28 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Google and TikTok rank bundles of information; ChatGPT ranks grains. 2025-05-27 · Long Posts `content/writing/posts/2025-05-27-google-and-tiktok-rank-bundles-of.md`	dataleverage	Current mirror · 2025-05-27 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? 2025-04-21 · Short Reactions `content/writing/posts/2025-04-21-microblog-one-book-is-worth-006-benchmark.md`	dataleverage	Current mirror · 2025-04-21 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Public AI, Data Appraisal, and Data Debates 2025-04-03 · Long Posts `content/writing/posts/2025-04-03-public-ai-data-appraisal-and-data.md`	dataleverage	Current mirror · 2025-04-03 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power 2025-03-02 · Long Posts `content/writing/posts/2025-03-02-evaluation-data-leverage-advances.md`	dataleverage	Current mirror · 2025-03-02 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Tipping Points for Content Ecosystems 2025-02-12 · Long Posts `content/writing/posts/2025-02-12-tipping-points-for-content-ecosystems.md`	dataleverage	Current mirror · 2025-02-12 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
AI Labs Should Open Source Data Protection Technologies 2025-01-31 · Long Posts `content/writing/posts/2025-01-31-ai-labs-could-open-source-data-protection.md`	dataleverage	Current mirror · 2025-01-31 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Live by the free-content-for-training sword, die by the free-content-for-training sword 2025-01-28 · Long Posts `content/writing/posts/2025-01-28-live-by-the-free-content-for-training.md`	dataleverage	Current mirror · 2025-01-28 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? 2024-12-12 · Long Posts `content/writing/posts/2024-12-12-selling-agi-like-ag1-will-the-market.md`	dataleverage	Current mirror · 2024-12-12 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry 2024-11-09 · Short Reactions `content/writing/posts/2024-11-09-perplexity-ceos-interaction-with.md`	dataleverage	Current mirror · 2024-11-09 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Is Zuckerberg right to say that your specific creative work has no value to AI? 2024-09-28 · Long Posts `content/writing/posts/2024-09-28-is-zuckerberg-right-to-say-that-your.md`	dataleverage	Current mirror · 2024-09-28 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces 2024-08-08 · Long Posts `content/writing/posts/2024-08-08-many-models-and-track-changes-for.md`	dataleverage	Current mirror · 2024-08-08 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems 2023-11-13 · Long Posts `content/writing/posts/2023-11-13-building-a-data-pipeworks-for-democratic.md`	dataleverage	Current mirror · 2023-11-13 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Will the New York Times Data Strike Have a Large Impact on ChatGPT? 2023-09-28 · Long Posts `content/writing/posts/2023-09-28-will-the-new-york-times-data-strike.md`	dataleverage	Current mirror · 2023-09-28 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
A Harbinger of the Future of Content? The New York Times Starts a Data Strike 2023-08-25 · Long Posts `content/writing/posts/2023-08-25-a-harbinger-of-the-future-of-content.md`	dataleverage	Current mirror · 2023-08-25 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns 2023-05-05 · Long Posts `content/writing/posts/2023-05-05-the-wga-strike-is-a-canary-in-the.md`	dataleverage	Current mirror · 2023-05-05 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity 2023-05-01 · Long Posts `content/writing/posts/2023-05-01-reddit-stackoverflow-and-europe-all.md`	dataleverage	Current mirror · 2023-05-01 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Data Leverage Recap: December 2022 - April 2023 2023-04-18 · Long Posts `content/writing/posts/2023-04-18-data-leverage-recap-december-2022.md`	dataleverage	Current mirror · 2023-04-18 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Bing Rewards for the AI Age 2023-03-30 · Long Posts `content/writing/posts/2023-03-30-bing-rewards-for-the-ai-age.md`	dataleverage	Current mirror · 2023-03-30 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Plural AI Data Alignment 2023-03-02 · Long Posts `content/writing/posts/2023-03-02-measuring-relative-ai-alignment-in-terms-of-data-pipelines.md`	dataleverage	Current mirror · 2023-03-02 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
AI Technologies are System Maps, and You are a Cartographer 2023-02-03 · Long Posts `content/writing/posts/2023-02-03-ai-technologies-are-system-maps-and-you-are-a-cartographer.md`	dataleverage	Current mirror · 2023-02-03 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage 2022-12-16 · Long Posts `content/writing/posts/2022-12-16-ai-artist-or-ai-art-thief-innovation-public-mandates-and-the-case-for-talking-in-terms-of-leverage.md`	dataleverage	Current mirror · 2022-12-16 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) 2022-12-04 · Long Posts `content/writing/posts/2022-12-04-chatgpt-is-awesome-and-scary-you-deserve-credit.md`	dataleverage	Current mirror · 2022-12-04 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
The Paradox of Reuse, Language Models Edition 2022-12-02 · Long Posts `content/writing/posts/2022-12-02-the-paradox-of-reuse-language-models-edition.md`	dataleverage	Current mirror · 2022-12-02 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing
Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too 2020-09-22 · Long Posts `content/writing/posts/2020-09-22-dont-give-openai-all-the-credit-for.md`	dataleverage	Current mirror · 2020-09-22 · +1 more Baseline from original_url	Current canonical Canonical garden/public copy.	Missing

Add rows with make distribution-add ARGS="--source content/writing/posts/example.md --channel bluesky --url https://... --policy announcement". Use --policy mirror for full-copy destinations such as Substack.